Evidence map›Paper›PMID 35754360›Full record

ArticleJournal of chemical information and modeling2022

Singular Interface Dynamics of the SARS-CoV-2 Delta Variant Explained with Contact Perturbation Analysis.

Aria Gheeraert, Laurent Vuillon, Laurent Chaloin, Olivier Moncorgé, Thibaut Very, Serge Perez, Vincent Leroux, Isaure Chauvot de Beauchêne, Dominique Mias-Lucquin, Marie-Dominique Devignes and 2 more

Abstract read
In one paragraph

Article in Journal of chemical information and modeling, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Stoichiometric insights into SARS-CoV-2 spike-ACE2 binding across variants.Computational and structural biotechnology journal · 2025
    Article
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Aria GheeraertLaboratoire de Mathématiques (LAMA), Université Savoie Mont Blanc, CNRS, 73376 Le Bourget du Lac, France.
Laurent VuillonLaboratoire de Mathématiques (LAMA), Université Savoie Mont Blanc, CNRS, 73376 Le Bourget du Lac, France.
Laurent ChaloinInstitut de Recherche en Infectiologie de Montpellier (IRIM), Université Montpellier, CNRS, 34293 Montpellier, France.
Olivier MoncorgéInstitut de Recherche en Infectiologie de Montpellier (IRIM), Université Montpellier, CNRS, 34293 Montpellier, France.
Thibaut VeryInstitut du Développement et des Ressources en Informatique Scientifique (IDRIS), CNRS, rue John von Neumann, BP 167, 91403 Orsay cedex, France.
Serge PerezCERMAV, University Grenoble Alpes, CNRS, 38000 Grenoble, France.ORCID 0000-0003-3464-5352
Vincent LerouxInria, LORIA, University of Lorraine, CNRS, F-54000 Nancy, France.
Isaure Chauvot de BeauchêneInria, LORIA, University of Lorraine, CNRS, F-54000 Nancy, France.ORCID 0000-0002-7035-3042
Dominique Mias-LucquinInria, LORIA, University of Lorraine, CNRS, F-54000 Nancy, France.
Marie-Dominique DevignesInria, LORIA, University of Lorraine, CNRS, F-54000 Nancy, France.
Ivan RivaltaDipartimento di Chimica Industriale "Toso Montanari", Universitá degli Studi di Bologna, Viale del Risorgimento 4, I-40136 Bologna, Italy.ORCID 0000-0002-1208-602X
Bernard MaigretInria, LORIA, University of Lorraine, CNRS, F-54000 Nancy, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Emerging SARS-CoV-2 variants raise concerns about our ability to withstand the Covid-19 pandemic, and therefore, understanding mechanistic differences of those variants is crucial. In this study, we investigate disparities between the SARS-CoV-2 wild type and five variants that emerged in late 2020, focusing on the structure and dynamics of the spike protein interface with the human angiotensin-converting enzyme 2 (ACE2) receptor, by using crystallographic structures and extended analysis of microsecond molecular dynamics simulations. Dihedral angle principal component analysis (PCA) showed the strong similarities in the spike receptor binding domain (RBD) dynamics of the Alpha, Beta, Gamma, and Delta variants, in contrast with those of WT and Epsilon. Dynamical perturbation networks and contact PCA identified the peculiar interface dynamics of the Delta variant, which cannot be directly imputable to its specific L452R and T478K mutations since those residues are not in direct contact with the human ACE2 receptor. Our outcome shows that in the Delta variant the L452R and T478K mutations act synergistically on neighboring residues to provoke drastic changes in the spike/ACE2 interface; thus a singular mechanism of action eventually explains why it dominated over preceding variants.

Indexed as

COVID-19SARS-CoV-2Angiotensin-Converting Enzyme 2HumansMolecular Dynamics SimulationMutationPandemicsProtein BindingAngiotensin-Converting Enzyme 2

Identifiers

PMID35754360
PMCPMC9199437

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.